Published June 6, 2026 | Version 1.0.0

Sonar Municipal: TREC-style benchmark and 241k action corpus for semantic search over Brazilian municipal bills

Authors/Creators

  • 1. Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo
  • 1. Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo

Description

Companion data for the undergraduate thesis "Mineração de Dados e Busca Semântica Aplicadas à Análise de Projetos de Lei Municipais" (Sonar Municipal project, ICMC-USP). Contains a TREC-style retrieval benchmark with 50 topics, 3,792 graded relevance judgments by three LLM judges (Codex/GPT-5.4, Claude Sonnet 4.6, Gemini 3 Pro), three system runs (BM25 over ementas, E5 over ementas, E5 over action-form textualizations), a national corpus of 241,111 ementa→action pairs from public Brazilian municipal SAPL portals, and the supervised training set (999 pairs) used to fine-tune the companion PTT5 base model.

Files

sonar-municipal-dataset-v1.0.zip

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Additional details

Related works

Is supplemented by
Software: 10.5281/zenodo.20387514 (DOI)
Software: 10.5281/zenodo.20564326 (DOI)